When you think of “deep learning” you might think of teams of PhDs with petabytes of data and racks of supercomputers.

But it turns out that a year of coding, high school math, a free GPU service, and a few dozen images is enough to create world-class models. fast.ai has made it their mission to make deep learning as accessible as possible.

In this interview fast.ai co-founder Jeremy Howard explains how to use their free software and courses to become an effective deep learning practitioner.

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The Bot Framework Composer is an integrated development tool for developers and multi-disciplinary teams to build bots and conversational experiences with the Microsoft Bot Framework.

In this episode of AI show, Seth Juarez is joined by Vishwac Sena Kannan, Program Manager for Bot Framework to introduce and demo Bot Framework Composer. Visit https://aka.ms/BotFrameworkComp to get started.

Index:
[00:47] – Introduction and overview
[01:45] – Demo – Creating a new bot with Bot Framework Composer
[02:25] – Walkthrough – local bot runtime
[03:30] – Demo – triggers, actions
[05:06] – Language generation integration
[06:08] – Sample bot with Language understanding (LUIS)
[09:00] – Handling interruptions
[11:10] – Wrap up